Publications [Google Scholar]

• Learning to Learn Semantic Parsers from Natural Language Supervision
  Igor Labutov, Bishan Yang, and Tom Mitchell.
  Conference on Empirical Methods on Natural Language Processing (EMNLP), 2018.


• Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds
  Igor Labutov, Bishan Yang, Anusha Prakash and Amos Azaria.
  Association for Computational Linguistics (ACL), 2018.


• A Joint Sequential and Relational Model for Frame-Semantic Parsing
  Bishan Yang and Tom Mitchell.
  Conference on Empirical Methods on Natural Language Processing (EMNLP), 2017.


• End-to-End Learning for Structured Prediction Energy Networks
  David Belanger, Bishan Yang, and Andrew McCallum.
  International Conference on Machine Learning (ICML), 2017.


• Leveraging Knowledge Bases in LSTMs for Improving Machine Reading
  Bishan Yang and Tom Mitchell.
  Association for Computational Linguistics (ACL), 2017.


• Opinion-aware Knowledge Graph for Political Ideology Detection
  Wei Chen, Xiao Zhang, Tengjiao Wang, Bishan Yang, and Yi Li.
  International Joint Conference on Artificial Intelligence (IJCAI), 2017.


• Joint Extraction of Events and Entities within a Document Context
  Bishan Yang and Tom Mitchell.
  Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2016.


• A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution
  Bishan Yang, Claire Cardie, and Peter Frazier.
  Transactions of the Association for Computational Linguistics (TACL), 2015.


• Conditional Random Fields for Identifying Appropriate Types of Support for Propositions in Online User Comments
  Joonsuk Park, Arzoo Katiyar and Bishan Yang.
  NAACL 2nd Workshop on Argumentation Mining, 2015.


• Embedding Entities and Relations for Learning and Inference in Knowledge Bases
  Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng.
  International Conference on Learning Representations (ICLR), 2015.


• Learning Multi-Relational Semantics Using Neural-Embedding Models
  Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng.
  NIPS 2014 Workshop on Learning Semantics, 2014.


• Improving on Recall Errors for Coreference Resolution
  Bishan Yang and Claire Cardie.
  NIPS 2014 Workshop on Automated Knowledge Base Construction (AKBC), 2014.


• Joint Modeling of Opinion Expression Extraction and Attribute Classification
  Bishan Yang and Claire Cardie.
  Transactions of the Association for Computational Linguistics (TACL), 2014.


• Typed Tensor Decomposition of Knowledge Bases for Relation Extraction
  Kai-Wei Chang, Wen-tau Yih, Bishan Yang, Christopher Meek.
  Conference on Empirical Methods on Natural Language Processing (EMNLP), 2014.


• Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization
  Bishan Yang and Claire Cardie.
  Association for Computational Linguistics (ACL), 2014.


• A Study of Query Term Deletion using Large-scale E-commerce Search Logs
  Bishan Yang, Nish Parikh, Gyanit Singh, and Neel Sundaresan.
  European Conference on Information Retrieval (ECIR) , 2014.


• Joint Inference for Fine-grained Opinion Extraction
  Bishan Yang and Claire Cardie.
  Association for Computational Linguistics (ACL), 2013.


• CPN-CORE: A Text Semantic Similarity System Infused with Opinion Knowledge
  Carmen Banea, Yoonjung Choi, Lingjia Deng, Samer Hassan, Michael Mohler, Bishan Yang, Claire Cardie, Rada Mihalcea, and Janyce Wiebe.
  Joint Conference on Lexical and Computational Semantics (*SEM), 2013.


• Extracting Opinion Expressions with semi-Markov Conditional Random Fields
  Bishan Yang and Claire Cardie.
  Conference on Empirical Methods on Natural Language Processing (EMNLP), 2012.


• Effective Multi-Label Active Learning for Text Classification
  Bishan Yang, Jian-Tao Sun, Tengjiao Wang and Zheng Chen.
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 2009.


• Mobileminer: a real world case study of data mining in mobile communication
  Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang, Shiwei Tang, Haoyu Wu, Kedong Liu, and Jian Pei.
  ACM SIGMOD International Conference on Management of data (SIGMOD), 2009 (demo).


• Dynamic data migration policies for query-intensive distributed data environments
  Tengjiao Wang, Bishan Yang, Allen Huang, Qi Zhang, Jun Gao, Dongqing Yang, Shiwei Tang, and Jinzhong Niu.
  The Joint International Conferences on Asia-Pacific Web Conference and Web-Age Information Management (APWeb-WAIM), 2009.


• Effective data distribution and reallocation strategies for fast query response in distributed query-intensive data environments
  Tengjiao Wang, Bishan Yang, Jun Gao, and Dongqing Yang.
  10th Asia-Pacific web conference on Progress in WWW research and development (APWeb), 2008.


• BOAI: Fast alternating decision tree induction based on bottom-up evaluation
  Bishan Yang, Tengjiao Wang, Dongqing Yang, and Lei Chang.
  Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2008 .